conftrace_

fairness-aware classification

2 papers

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Co-occurring keywords · papers mentioning both

group-conditional missingness (1) disparity constraint (1) probabilistic imputation (1) equalized odd (1) demographic parity (1) sensitive attribute (1) variational autoencoder (1) neyman-pearson lemma (1) fair classification (1)

Papers

Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing JMLR 2026 Fairness Risks for Group-Conditionally Missing Demographics AISTATS 2025